{"name":"io.github.scarrico/mlreferee","title":"ML Referee","endpoint":"https://api.mlreferee.com/mcp","repository":null,"page":"https://lazaretto.dev/mcp-registry/io-github-scarrico-mlreferee","badge":"https://lazaretto.dev/mcp-registry/io-github-scarrico-mlreferee/badge.svg","listed_at":"2026-10-28T16:57:49.477Z","state":"no findings","check":{"checked_at":"2026-10-31T16:07:14.286Z","outcome":"read","tool_count":26,"tool_names":["describe_referee","list_verticals","get_referee_readiness","get_referee_usage","get_input_schema","get_repair_schema","upload_private_dataset","upload_campaign_shard","upload_repair_matrix","preflight_dataset","preflight_repair","quote_audit","quote_repair","quote_campaign","get_credits","redeem_beta_invite","request_beta_access","get_beta_request_status","submit_audit","record_audit_followup","get_audit_status","get_audit_result","get_audit_receipt","verify_audit_report","delete_audit","delete_upload"],"sets_instructions":false,"verdict":"clear","findings":[],"rules_version":"2026.10.30a"},"tools":{"fingerprint":"9b0b71c36bba52f2b6d15f8fd7637edd0107dab63e62404e25a5592881a69135","tool_hashes":{"get_credits":"1d7309504cde30b0e74abe280c655f8c491cec1183a2c9d62a00086944482211","quote_audit":"a51a2e33b091d037b3620eb8af406398db503db771fc61e5f5e009516e21e83a","delete_audit":"082d380faf1e23f6d4d4cc317c8f77ed26651edf975e883763643866f7397c41","quote_repair":"85cd5a971482ebd69e1b6d3cb9b70791813281899a51cb302c04895f429b69b7","submit_audit":"349a9a53b28c4d51c69b5d0969819da7af25af909c38b825efa3603781c87954","delete_upload":"022193e0602d395332acf4fd8060e399e933c5fbec6fcb1974cc5e275e0c32ce","list_verticals":"2eb42a91ebe55891f1428de326939613573eb114007df0e7860ecf43f9aca912","quote_campaign":"2f61315a7fbeca843598fe576e3ad2193dc967580e29ca622625c27f12bd6a6a","describe_referee":"84cfa0cd593424b3ed792eeced2d354d7c0aef987f35a3f3d5eb38e8dfcb4198","get_audit_result":"e913c9bcce64a11c1b08d864914214615b846b47175fde1b056833e980dfa021","get_audit_status":"30d03f59bc6934d990336cccbdd69b9e07e17683e25b78ef24158a6ad975303b","get_input_schema":"7efdfd29d29866026dce9bdeff6e25ccd923eab8521b8c80ce9a1000476a97d8","preflight_repair":"50560a25880609b01efa4e5088a0b2f5cbbc242db5b64e8bb17e3fdb8cf6a84e","get_audit_receipt":"82bd9f1ab4283feaacf6eccddfd91b864cb4750ebea50e3f4cab2572f9aa8012","get_referee_usage":"82e65c3a3d63080301e040cefaf7acd4b3f8bc4612bd0c913a677f077479f159","get_repair_schema":"e9bdf0a94c6490c2e67a8e6bfc4313498b788efa4f14c7d68d4ffdb8cd1d4dcb","preflight_dataset":"ff156063cb34df745a9fcfccb471139222ec9e31ab5c3a3cd9ee94ff0a371bcb","redeem_beta_invite":"7f862c5376cc7332300cc7a8bb12dae5348517c41092149fd0c6d9b0d91cb8f6","request_beta_access":"fa5999f6d1bf4fcdce2d3b61343976aae3a4252c6cee0e27d32f6d637fceb002","verify_audit_report":"a8eb05315b6efca3f4e0dee4e1818272ac0f262bac13aa266f33932922c774c1","upload_repair_matrix":"ca28a9af60733ee4e67b87f4968f73e3fc36bfe871d98729e48b090cbf8e69d3","get_referee_readiness":"ca95bae036011288160be3c0d1bb7f59a74bc1a11501be1efb1029a87e914574","record_audit_followup":"bcaaafffa5cd6293dab324ae211f540a3dcdcee39e7f88521457b40c7da1daf1","upload_campaign_shard":"75048479504dfdc0707fee7d2bc7764cddfc210d6df9d74f3321afc95115f111","upload_private_dataset":"63a78b9a03ff60f3442dafabc9e438fbfb2d4aae4144351ef964b01320abe124","get_beta_request_status":"3075abb733e7e0a27ef4b4fa1d3edb10beb9f1c542be06cbb5ebea5ed07663dc"},"fingerprinted_at":"2026-10-31T16:07:14.286Z","changed_at":null,"compared_since":"2026-10-30","changes":[]},"disclaimer":"Signals, not a warranty. A clean read means these rules found nothing, not that the server is harmless. An unread server is not checked."}